Package: tidymodlr 1.0.0
tidymodlr: An R6 Class to Perform Analysis on Long Tidy Data
Transforms long data into a matrix form to allow for ease of input into modelling packages for regression, principal components, imputation or machine learning. It does this by pivoting on user defined columns, generating a key-value table for variable names to ensure one-to-one mappings are preserved. It is particularly useful when the indicator names in the columns are long descriptive strings, for example "Energy imports, net (% of energy use)". High level analysis wrapper functions for correlation and principal components analysis are provided.
Authors:
tidymodlr_1.0.0.tar.gz
tidymodlr_1.0.0.zip(r-4.7-any)tidymodlr_1.0.0.zip(r-4.6-any)tidymodlr_1.0.0.zip(r-4.5-any)
tidymodlr_1.0.0.tgz(r-4.6-any)tidymodlr_1.0.0.tgz(r-4.5-any)
tidymodlr_1.0.0.tar.gz(r-4.7-any)tidymodlr_1.0.0.tar.gz(r-4.6-any)
tidymodlr_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tidymodlr/json (API)
| # Install 'tidymodlr' in R: |
| install.packages('tidymodlr', repos = c('https://david-hammond.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/david-hammond/tidymodlr/issues
- wb - Dummy Long Tidy Data
Last updated from:d2b8f3835b. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 174 | ||
| source / vignettes | OK | 185 | ||
| linux-release | OK | 181 | ||
| macos-release | OK | 242 | ||
| macos-oldrel | OK | 224 | ||
| windows-devel | OK | 212 | ||
| windows-release | OK | 126 | ||
| windows-oldrel | OK | 219 | ||
| wasm-release | OK | 158 |
Exports:make_key_valuetidymodl
Dependencies:abindbackportsbase64encBHbootbroombslibcacachemcarcarDatacliclustercodetoolscolorspacecorrrcowplotcpp11crosstalkDerivdigestdoBydplyrDTellipseemmeansestimabilityevaluateFactoMineRfarverfastmapflashClustfontawesomeforeachforecastFormulafracdifffsgclusgenericsggplot2ggrepelgluegtablehighrhtmltoolshtmlwidgetsirlbaisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevalleapslifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmemoisemgcvmimeminqamodelrmultcompViewmvtnormnlmenloptrNLPnnetnumDerivotelpbkrtestpermutepillarpkgconfigpromisespurrrqapquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasregistryrlangrmarkdownS7sassscalesscatterplot3dseriationshowtextshowtextdbslamSparseMstringistringrsurvivalsysfontstibbletidyrtidyselecttimeDatetinytextmTSPurcautf8vctrsveganviridisLitewithrxfunxml2yamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| 'tidymodlr': Modelling with tidy long data | tidymodlr-package tidymodlr |
| Generate a key value table with unique key for a set of text | make_key_value |
| Creates a model matrix style R6 class for modelling with long tidy data | tidymodl |
| Dummy Long Tidy Data | wb |